Innovative Machine Learning Applications For Cryptography

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Innovative Machine Learning Applications for Cryptography

Author : Ruth, J. Anitha
Publisher : IGI Global
ISBN 13 :
Total Pages : 313 pages
Book Rating : 4.3/5 (693 download)

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Book Synopsis Innovative Machine Learning Applications for Cryptography by : Ruth, J. Anitha

Download or read book Innovative Machine Learning Applications for Cryptography written by Ruth, J. Anitha and published by IGI Global. This book was released on 2024-03-04 with total page 313 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data security is paramount in our modern world, and the symbiotic relationship between machine learning and cryptography has recently taken center stage. The vulnerability of traditional cryptosystems to human error and evolving cyber threats is a pressing concern. The stakes are higher than ever, and the need for innovative solutions to safeguard sensitive information is undeniable. Innovative Machine Learning Applications for Cryptography emerges as a steadfast resource in this landscape of uncertainty. Machine learning's prowess in scrutinizing data trends, identifying vulnerabilities, and constructing adaptive analytical models offers a compelling solution. The book explores how machine learning can automate the process of constructing analytical models, providing a continuous learning mechanism to protect against an ever-increasing influx of data. This book goes beyond theoretical exploration, and provides a comprehensive resource designed to empower academic scholars, specialists, and students in the fields of cryptography, machine learning, and network security. Its broad scope encompasses encryption, algorithms, security, and more unconventional topics like Quantum Cryptography, Biological Cryptography, and Neural Cryptography. By examining data patterns and identifying vulnerabilities, it equips its readers with actionable insights and strategies that can protect organizations from the dire consequences of security breaches.

INNOVATIVE MACHINE LEARNING APPLICATIONS FOR CRYPTOGRAPHY.

Author : J. ANITHA. RUTH
Publisher :
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.3/5 (693 download)

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Book Synopsis INNOVATIVE MACHINE LEARNING APPLICATIONS FOR CRYPTOGRAPHY. by : J. ANITHA. RUTH

Download or read book INNOVATIVE MACHINE LEARNING APPLICATIONS FOR CRYPTOGRAPHY. written by J. ANITHA. RUTH and published by . This book was released on 2024 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Methodologies, Frameworks, and Applications of Machine Learning

Author : Srivastava, Pramod Kumar
Publisher : IGI Global
ISBN 13 :
Total Pages : 315 pages
Book Rating : 4.3/5 (693 download)

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Book Synopsis Methodologies, Frameworks, and Applications of Machine Learning by : Srivastava, Pramod Kumar

Download or read book Methodologies, Frameworks, and Applications of Machine Learning written by Srivastava, Pramod Kumar and published by IGI Global. This book was released on 2024-03-22 with total page 315 pages. Available in PDF, EPUB and Kindle. Book excerpt: Technology is constantly evolving, and machine learning is positioned to become a pivotal tool with the power to transform industries and revolutionize everyday life. This book underscores the urgency of leveraging the latest machine learning methodologies and theoretical advancements, all while harnessing a wealth of realistic data and affordable computational resources. Machine learning is no longer confined to theoretical domains; it is now a vital component in healthcare, manufacturing, education, finance, law enforcement, and marketing, ushering in an era of data-driven decision-making. Academic scholars seeking to unlock the potential of machine learning in the context of Industry 5.0 and advanced IoT applications will find that the groundbreaking book, Methodologies, Frameworks, and Applications of Machine Learning, introduces an unmissable opportunity to delve into the forefront of modern research and application. This book offers a wealth of knowledge and practical insights across a wide array of topics, ranging from conceptual frameworks and methodological approaches to the application of probability theory, statistical techniques, and machine learning in domains as diverse as e-government, healthcare, cyber-physical systems, and sustainable development, this comprehensive guide equips you with the tools to navigate the complexities of Industry 5.0 and the Internet of Things (IoT).

Cyber Security Cryptography and Machine Learning

Author : Shlomi Dolev
Publisher : Springer Nature
ISBN 13 : 3030497852
Total Pages : 265 pages
Book Rating : 4.0/5 (34 download)

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Book Synopsis Cyber Security Cryptography and Machine Learning by : Shlomi Dolev

Download or read book Cyber Security Cryptography and Machine Learning written by Shlomi Dolev and published by Springer Nature. This book was released on 2020-06-25 with total page 265 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the Fourth International Symposium on Cyber Security Cryptography and Machine Learning, CSCML 2020, held in Be'er Sheva, Israel, in July 2020. The 12 full and 4 short papers presented in this volume were carefully reviewed and selected from 38 submissions. They deal with the theory, design, analysis, implementation, or application of cyber security, cryptography and machine learning systems and networks, and conceptually innovative topics in these research areas.

Machine Learning, Blockchain, and Cyber Security in Smart Environments

Author : Sarvesh Tanwar
Publisher : CRC Press
ISBN 13 : 1000623912
Total Pages : 313 pages
Book Rating : 4.0/5 (6 download)

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Book Synopsis Machine Learning, Blockchain, and Cyber Security in Smart Environments by : Sarvesh Tanwar

Download or read book Machine Learning, Blockchain, and Cyber Security in Smart Environments written by Sarvesh Tanwar and published by CRC Press. This book was released on 2022-08-31 with total page 313 pages. Available in PDF, EPUB and Kindle. Book excerpt: Machine Learning, Cyber Security, and Blockchain in Smart Environment: Application and Challenges provides far-reaching insights into the recent techniques forming the backbone of smart environments, and addresses the vulnerabilities that give rise to the challenges in real-word implementation. The book focuses on the benefits related to the emerging applications such as machine learning, blockchain and cyber security. Key Features: Introduces the latest trends in the fields of machine learning, blockchain and cyber security Discusses the fundamentals, challenges and architectural overviews with concepts Explores recent advancements in machine learning, blockchain, and cyber security Examines recent trends in emerging technologies This book is primarily aimed at graduates, researchers, and professionals working in the areas of machine learning, blockchain, and cyber security.

Cyber Security Cryptography and Machine Learning

Author : Shlomi Dolev
Publisher : Springer
ISBN 13 : 3030209512
Total Pages : 330 pages
Book Rating : 4.0/5 (32 download)

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Book Synopsis Cyber Security Cryptography and Machine Learning by : Shlomi Dolev

Download or read book Cyber Security Cryptography and Machine Learning written by Shlomi Dolev and published by Springer. This book was released on 2019-06-17 with total page 330 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the Third International Symposium on Cyber Security Cryptography and Machine Learning, CSCML 2019, held in Beer-Sheva, Israel, in June 2019. The 18 full and 10 short papers presented in this volume were carefully reviewed and selected from 36 submissions. They deal with the theory, design, analysis, implementation, or application of cyber security, cryptography and machine learning systems and networks, and conceptually innovative topics in these research areas.

Cyber Security, Cryptology, and Machine Learning

Author : Shlomi Dolev
Publisher : Springer Nature
ISBN 13 : 3031346718
Total Pages : 539 pages
Book Rating : 4.0/5 (313 download)

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Book Synopsis Cyber Security, Cryptology, and Machine Learning by : Shlomi Dolev

Download or read book Cyber Security, Cryptology, and Machine Learning written by Shlomi Dolev and published by Springer Nature. This book was released on 2023-06-20 with total page 539 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 7th International Symposium on Cyber Security, Cryptology, and Machine Learning, CSCML 2023, held in Be'er Sheva, Israel, in June 2023. The 21 full and 15 short papers were carefully reviewed and selected from 70 submissions. They deal with the theory, design, analysis, implementation, and application of cyber security, cryptography and machine learning systems and networks, and conceptually innovative topics in these research areas.

Machine Learning for Cyber Security

Author : Dan Dongseong Kim
Publisher : Springer Nature
ISBN 13 : 9819724589
Total Pages : 186 pages
Book Rating : 4.8/5 (197 download)

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Book Synopsis Machine Learning for Cyber Security by : Dan Dongseong Kim

Download or read book Machine Learning for Cyber Security written by Dan Dongseong Kim and published by Springer Nature. This book was released on with total page 186 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Artificial Intelligence of Things (AIoT) for Productivity and Organizational Transition

Author : Rezaei, Sajad
Publisher : IGI Global
ISBN 13 :
Total Pages : 387 pages
Book Rating : 4.3/5 (693 download)

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Book Synopsis Artificial Intelligence of Things (AIoT) for Productivity and Organizational Transition by : Rezaei, Sajad

Download or read book Artificial Intelligence of Things (AIoT) for Productivity and Organizational Transition written by Rezaei, Sajad and published by IGI Global. This book was released on 2024-03-11 with total page 387 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the dynamic intersection of cutting-edge technology and evolving business strategies, the fusion of Artificial Intelligence (AI) and the Internet of Things (IoT) has given rise to a revolutionary paradigm known as Artificial Intelligence of Things (AIoT). This emerging technological powerhouse offers boundless possibilities while presenting formidable challenges, and organizations worldwide are wrestling with its integration into their core operations. Artificial Intelligence of Things (AIoT) for Productivity and Organizational Transition introduces the fundamental concepts underpinning AIoT integration and the evolving landscape of AIoT research and development, then delves deep into the theoretical foundations of AIoT, examining it through the lenses of economics, behavioral science, technology, psychology, and organizational theory. Within its pages, readers will discover insights into the tools, methods, design factors, user interfaces, and techniques driving AIoT innovation.

Exploring the Ethical Implications of Generative AI

Author : Ara, Aftab
Publisher : IGI Global
ISBN 13 :
Total Pages : 314 pages
Book Rating : 4.3/5 (693 download)

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Book Synopsis Exploring the Ethical Implications of Generative AI by : Ara, Aftab

Download or read book Exploring the Ethical Implications of Generative AI written by Ara, Aftab and published by IGI Global. This book was released on 2024-04-04 with total page 314 pages. Available in PDF, EPUB and Kindle. Book excerpt: Generative Artificial Intelligence (AI), an ever-evolving technology, holds immense promise across various industries, from healthcare to content generation. However, its rapid advancement has also given rise to profound ethical concerns. Illicit black-market industries exploit generative AI for counterfeit imagery, and in educational settings, biases and misinformation perpetuate. These issues underscore the need to grapple with the risks accompanying generative AI integration. Exploring the Ethical Implications of Generative AI emerges as a wellspring of insight for discerning academic scholars. It sets the stage by acknowledging generative AI's multifaceted potential and its capacity to reshape industries. The book addresses these complex ethical concerns, offering a comprehensive analysis and providing a roadmap for responsible AI development and usage. Its intended audience spans business leaders, policymakers, scholars, and individuals passionate about the ethical dimensions of AI.

Secure and Intelligent IoT-Enabled Smart Cities

Author : Singh, Sushil Kumar
Publisher : IGI Global
ISBN 13 :
Total Pages : 453 pages
Book Rating : 4.3/5 (693 download)

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Book Synopsis Secure and Intelligent IoT-Enabled Smart Cities by : Singh, Sushil Kumar

Download or read book Secure and Intelligent IoT-Enabled Smart Cities written by Singh, Sushil Kumar and published by IGI Global. This book was released on 2024-04-01 with total page 453 pages. Available in PDF, EPUB and Kindle. Book excerpt: Smart cities are experiencing a rapid evolution. The integration of technologies such as 5G, Internet of Things (IoT), Artificial Intelligence (AI), and blockchain has ushered in transformative applications, enhancing the quality of urban life. However, this evolution comes with its own challenges, most notably in security and privacy. Secure and Intelligent IoT-Enabled Smart Cities addresses these concerns, exploring theoretical frameworks and empirical research findings. The book embarks on the foundational elements of the Internet of Things, delving into the convergence of IoT and smart city applications, elucidating the layered architecture of IoT, and highlighting the security issues inherent in IoT-enabled Smart Cities. This book pinpoints the challenges smart city infrastructures face and offers innovative and pragmatic solutions to fortify their security. This book targets professionals and researchers immersed in the dynamic field of secure and intelligent environments within IoT-enabled smart city applications. It is a valuable resource for executives grappling with the strategic implications of emerging technologies in smart healthcare, smart parking, smart manufacturing, smart transportation, and beyond.

Wearable Devices, Surveillance Systems, and AI for Women's Wellbeing

Author : Ponnusamy, Sivaram
Publisher : IGI Global
ISBN 13 :
Total Pages : 352 pages
Book Rating : 4.3/5 (693 download)

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Book Synopsis Wearable Devices, Surveillance Systems, and AI for Women's Wellbeing by : Ponnusamy, Sivaram

Download or read book Wearable Devices, Surveillance Systems, and AI for Women's Wellbeing written by Ponnusamy, Sivaram and published by IGI Global. This book was released on 2024-03-25 with total page 352 pages. Available in PDF, EPUB and Kindle. Book excerpt: In a world where the safety of women remains a pressing issue, the intersection of artificial intelligence (AI) and emerging technologies is a motivating force. Despite strides toward gender equality, women continue to face threats, harassment, and violence, necessitating innovative solutions. Traditional approaches fall short of providing comprehensive protection, prompting the exploration of innovative technologies to address these challenges effectively. Wearable Devices, Surveillance Systems, and AI for Women's Wellbeing emerges as a timely and indispensable solution to the persistent safety issues faced by women globally. This persuasive book not only articulates the problems women encounter but also presents groundbreaking solutions that harness the transformative potential of AI. It delves into the intricate ways AI applications, from mobile safety apps to predictive analytics, can be strategically employed to create a safer and more inclusive society for women.

Cyber Security Cryptography and Machine Learning

Author : Itai Dinur
Publisher : Springer
ISBN 13 : 331994147X
Total Pages : 298 pages
Book Rating : 4.3/5 (199 download)

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Book Synopsis Cyber Security Cryptography and Machine Learning by : Itai Dinur

Download or read book Cyber Security Cryptography and Machine Learning written by Itai Dinur and published by Springer. This book was released on 2018-06-16 with total page 298 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the Second International Symposium on Cyber Security Cryptography and Machine Learning, CSCML 2018, held in Beer-Sheva, Israel, in June 2018. The 16 full and 6 short papers presented in this volume were carefully reviewed and selected from 44 submissions. They deal with the theory, design, analysis, implementation, or application of cyber security, cryptography and machine learning systems and networks, and conceptually innovative topics in the scope.

Transformation of Cryptography

Author : Linda A. Bertram
Publisher : BoD – Books on Demand
ISBN 13 : 3749450749
Total Pages : 86 pages
Book Rating : 4.7/5 (494 download)

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Book Synopsis Transformation of Cryptography by : Linda A. Bertram

Download or read book Transformation of Cryptography written by Linda A. Bertram and published by BoD – Books on Demand. This book was released on 2019-07-31 with total page 86 pages. Available in PDF, EPUB and Kindle. Book excerpt: The authors analyze over two dozen fundamental concepts of encryption, milestones, mega-trends and sustainable change in regard to Secret Communications. Beginnings and terminations within process and product life cycles lead in sum to a "Transformation of Cryptography", which requires an interdisciplinary approach: Innovative breakthroughs in Cryptography are discussed within this essay as a third Epoch of Cryptography like the solving of the key transport problem with the Cesura in Cryptography by Secret Strems and also with Juggerknot Keys. Multi-Encryption and the Exponential Encryption requires New Thinking for Cryptoanalysis - in alliance with the described concepts of e.g. Cryptographic Calling, Cryptographic Discovery and Fiasco Forwarding with Fiasco Keys. Mathematicians have with the calculation of the truth the human right of privacy in their hands - on the other side elaborated competencies and skills in the internet age are required e.g. to program applications and also to update first the terms and nomenclatura of today interfering interdisciplinary scientific views. As an educational outlook the further Democratization of Encryption is based on discussing the Transformations of Cryptography in teaching lessons and on the development of open source programming's, which provide not only insight in their codes, processes and algorithms, but also provide e.g. with Virtual Keyboards within the same computational process a Trusted Execution Environment (TEE) and a technical- and network-oriented solution for "Going the Extra-Mile": What that is? is described in detail at the end of this edition.

Cryptology and Network Security with Machine Learning

Author : Bimal Kumar Roy
Publisher : Springer Nature
ISBN 13 : 9819922291
Total Pages : 461 pages
Book Rating : 4.8/5 (199 download)

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Book Synopsis Cryptology and Network Security with Machine Learning by : Bimal Kumar Roy

Download or read book Cryptology and Network Security with Machine Learning written by Bimal Kumar Roy and published by Springer Nature. This book was released on 2023-10-17 with total page 461 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book features original papers from International Conference on Cryptology & Network Security with Machine Learning (ICCNSML 2022), organized by PSIT, Kanpur, India during 16 – 18 December 2022. This conference proceeding will provide the understanding of core concepts of Cryptology & Network Security with ML in data communication. The book covers research papers in public key cryptography, elliptic curve cryptography, post quantum cryptography, lattice based cryptography, non-commutative ring based cryptography, cryptocurrency, authentication, key agreement, Hash functions, block/stream ciphers, polynomial based cryptography, code based cryptography, NTRU cryptosystems, security and privacy in machine learning, block chain, IoT security, wireless security protocols, cryptanalysis, number theory, quantum computing, cryptographic aspects of network security, complexity theory, and cryptography with machine learning.

Technological Innovation for Connected Cyber Physical Spaces

Author : Luis M. Camarinha-Matos
Publisher : Springer Nature
ISBN 13 : 3031360079
Total Pages : 309 pages
Book Rating : 4.0/5 (313 download)

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Book Synopsis Technological Innovation for Connected Cyber Physical Spaces by : Luis M. Camarinha-Matos

Download or read book Technological Innovation for Connected Cyber Physical Spaces written by Luis M. Camarinha-Matos and published by Springer Nature. This book was released on 2023-06-24 with total page 309 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 14th IFIP WG 5.5/SOCOLNET Advanced Doctoral Conference on Computing, Electrical and Industrial Systems, DoCEIS 2023, held in Monte da Caparica, Portugal, during July 5-7, 2022. The 22 full papers presented were carefully reviewed and selected from 47 submissions. The papers cover the following topics: energy communities; smart energy and power systems; intelligent manufacturing; health and biomedical information systems; intelligent computational systems; and electronics and communications.

Protecting Privacy through Homomorphic Encryption

Author : Kristin Lauter
Publisher : Springer Nature
ISBN 13 : 303077287X
Total Pages : 184 pages
Book Rating : 4.0/5 (37 download)

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Book Synopsis Protecting Privacy through Homomorphic Encryption by : Kristin Lauter

Download or read book Protecting Privacy through Homomorphic Encryption written by Kristin Lauter and published by Springer Nature. This book was released on 2022-01-04 with total page 184 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book summarizes recent inventions, provides guidelines and recommendations, and demonstrates many practical applications of homomorphic encryption. This collection of papers represents the combined wisdom of the community of leading experts on Homomorphic Encryption. In the past 3 years, a global community consisting of researchers in academia, industry, and government, has been working closely to standardize homomorphic encryption. This is the first publication of whitepapers created by these experts that comprehensively describes the scientific inventions, presents a concrete security analysis, and broadly discusses applicable use scenarios and markets. This book also features a collection of privacy-preserving machine learning applications powered by homomorphic encryption designed by groups of top graduate students worldwide at the Private AI Bootcamp hosted by Microsoft Research. The volume aims to connect non-expert readers with this important new cryptographic technology in an accessible and actionable way. Readers who have heard good things about homomorphic encryption but are not familiar with the details will find this book full of inspiration. Readers who have preconceived biases based on out-of-date knowledge will see the recent progress made by industrial and academic pioneers on optimizing and standardizing this technology. A clear picture of how homomorphic encryption works, how to use it to solve real-world problems, and how to efficiently strengthen privacy protection, will naturally become clear.